Xiaohongshu Small-account Research

Compare small-account notes without mistaking public counts for causal proof.

v0.2.0

Example draft · Input and output · How to use

Example draft

Measured sample

Fictional example data; the complete input is included in the package.

Output excerpt

Median = 6 saves/day. Excluded D: age one day; E: unknown followers; second B: duplicate ID.

An excerpt from an Agent run using fictional data. Localized text does not imply a separate run. See references/example.md in the package for the full input, output and limits.

Input and output

You provide

Topic/window and your follower/age criteria, or supplied observations.

You get

A screened note table with real follower observations and reusable hypotheses.

How to use

An Agent and SandBase for live data. API/model usage is charged to your SandBase account; supplied material can run offline.

Download and unpack the complete Skill folder, keep its references, and use it with a local Agent that supports Skills.

Download Skill v0.2.0

Ask your Agent

Use xiaohongshu-low-follower-research. Start from the account, link, topic or material I provide, and use SandBase where needed to complete the requested task. Deliver: A screened note table with real follower observations and reusable hypotheses.